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:: Volume 8, Issue 3 (1-2020) ::
ieijqp 2020, 8(3): 59-67 Back to browse issues page
Proposing a linear model of energy hub operation using information gap decision theory
Arsalan Najafi * 1, Behnam Mohammadi Ivatloo2
1- Islamic Azad University of Sepidan
2- University of Tabriz
Abstract:   (3344 Views)
Energy hub is a concept relates various energy carriers which has been expanded in recent years. Operation of energy hub is often attended with uncertainties. Therefore, this paper presents a linear model based on information gap decision theory (IGDT) to solve the energy hub problem. This approach can consider plenty of uncertainties, simultaneously. Energy hub under study includes a combined heat and power (CHP) unit, a boiler, a wind turbine and trades electricity with day ahead and real time markets as well as natural gas network. Different uncertainties affect the problem. Here, the uncertainties of real time and day ahead electricity prices, wind turbine generation and natural gas prices are taken into account. Since, nature of IGDT is a bi-level optimization problem, it has been linearized using the Karush Kohen Tucker (KKT) conditions and strong duality theorem and then, it is solved. The simulations have been done on the mentioned case study verifying the efficiency of the proposed model.
Keywords: Information gap decision theory, energy hub, uncertainty, KKT conditions.
Full-Text [PDF 1355 kb]   (802 Downloads)    
Type of Study: Research |
Received: 2019/08/25 | Accepted: 2020/01/26 | Published: 2020/02/1
References
1. [1] Najafi, A., Falaghi, H, Ramezani, M. "Medium term operation of the energy hub considering prices and load uncertainty," ieijqp, Vol. 4, No. 8, pp. 74-82, 2016.
2. [2] Paudyal, S., Cañizares, CA., Bhattacharya, K. "Optimal Operation of Industrial Energy Hubs in Smart Grids," IEEE Transactions on Smart Grid, Vol. 6, No. 2, pp. 684-694, 2015. [DOI:10.1109/TSG.2014.2373271]
3. [3] Vahid-Pakdel, MJ., Nojavan, S., Mohammadi-ivatloo, B., Zare, K., "Stochastic optimization of energy hub operation with consideration of thermal energy market and demand response," Energy Conversion and Management, Vol. 145, No. Supplement C, pp. 117-128, 2017. [DOI:10.1016/j.enconman.2017.04.074]
4. [4] Rakipour, D., Barati, H., "Probabilistic optimization in operation of energy hub with participation of renewable energy resources and demand response," Energy, Vol. 173, pp. 384-399, 2019. [DOI:10.1016/j.energy.2019.02.021]
5. [5] Davatgaran, V., Saniei, M., Mortazavi, S., "Optimal bidding strategy for an energy hub in energy market," Energ, Vol. 148, 2018. [DOI:10.1016/j.energy.2018.01.174]
6. [6] Mostafavi Sani, M., Noorpoor, A., Shafie-Pour Motlagh, M., "Optimal model development of energy hub to supply water, heating and electrical demands of a cement factory," Energy, Vol. 177, pp. 574-592, 2019. [DOI:10.1016/j.energy.2019.03.043]
7. [7] Kamyab, F., Bahrami, S., "Efficient operation of energy hubs in time-of-use and dynamic pricing electricity markets," Energy, Vol. 106, pp. 343-355, 2016. [DOI:10.1016/j.energy.2016.03.074]
8. [8] Barmayoon, MH., Fotuhi-Firuzabad, M., Rajabi-Ghahnavieh, A., Moeini-Aghtaie, M., "Energy storage in renewable-based residential energy hubs," IET Generation, Transmission & Distribution, Vol. 10, No. 13, pp. 3127-3134, 2016. [DOI:10.1049/iet-gtd.2015.0957]
9. [9] Moeini-Aghtaie, M., Farzin, H., Fotuhi-Firuzabad, M., Amrollahi, R., "Generalized Analytical Approach to Assess Reliability of Renewable-Based Energy Hubs," IEEE Transactions on Power Systems, Vol. 32, No. 1, pp. 368-377, 2017. [DOI:10.1109/TPWRS.2016.2549747]
10. [10] Rastegar, M., Fotuhi-Firuzabad, M., "Load management in a residential energy hub with renewable distributed energy resources," Energy and Buildings, Vol. 107, pp. 234-242, 2015. [DOI:10.1016/j.enbuild.2015.07.028]
11. [11] A. Shabanpour-Haghighi, A. R. Seifi, and T. Niknam, "A modified teaching-learning based optimization for multi-objective optimal power flow problem," Energy Conversion and Management, Vol. 77, pp. 597-607, 2014. [DOI:10.1016/j.enconman.2013.09.028]
12. [12] Shabanpour-Haghighi, A., Seifi, R., "Energy Flow Optimization in Multicarrier Systems," IEEE Transactions on Industrial Informatics, Vol. 11, No. 5, pp. 1067-1077, 2015. [DOI:10.1109/TII.2015.2462316]
13. [13] Moeini-Aghtaie, M., Abbaspour, A., Fotuhi-Firuzabad, M., "Online Multicriteria Framework for Charging Management of PHEVs," Vehicular Technology, IEEE Transactions on, Vol. 63, No. 7, pp. 3028-3037, 2014. [DOI:10.1109/TVT.2014.2320963]
14. [14] Moeini-Aghtaie, M., Abbaspour, A., Fotuhi-Firuzabad, M., Dehghanian, P., "Optimized Probabilistic PHEVs Demand Management in the Context of Energy Hubs," IEEE Transactions on Power Delivery, Vol. 30, No. 2, pp. 996-1006, 2015. [DOI:10.1109/TPWRD.2014.2348918]
15. [15] Roustai, M., Rayati, M., Sheikhi, A., Ranjbar, A., "A scenario-based optimization of Smart Energy Hub operation in a stochastic environment using conditional-value-at-risk," Sustainable Cities and Society, Vol. 39, pp. 309-316, 2018. [DOI:10.1016/j.scs.2018.01.045]
16. [16] Heidari, A., Mortazavi, S.S., and Bansal, R.C.: 'Stochastic effects of ice storage on improvement of an energy hub optimal operation including demand response and renewable energies', Applied Energy, to be published.
17. [17] Bostan, A., Nazar, M.S., Shafie-khah, M., and Catalão, J.P.S.: 'Optimal scheduling of distribution systems considering multiple downward energy hubs and demand response programs', Energy, 2020, 190, pp. 116349 [DOI:10.1016/j.energy.2019.116349]
18. [18] نجفی ارسلان، فلقی حمید، رمضانی مریم. بهره‌برداری میان‌مدت از هاب انرژی با در نظر گرفتن ریسک ناشی از عدم قطعیت‌های قیمت بازار و تقاضای انرژی الکتریکی . نشریه کیفیت و بهره وری صنعت برق ایران. ۱۳۹۴; ۴ (۲) :۷۴-۸۲.
19. [19] هاشمی سید محسن، شیخ الاسلامی محمدکاظم، پارسامقدم محسن. ارزیابی اقتصادی هاب انرژی با درنظرگرفتن عدم قطعیت‌ها. نشریه کیفیت و بهره وری صنعت برق ایران. ۱۳۹۳; ۳ (۱) :۵۶-۶۶.
20. [20] Roustaei, M., Niknam, T., Salari, S., Chabok, H., Sheikh, M., Kavousi-Fard, A., and Aghaei, J.: 'A scenario-based approach for the design of Smart Energy and Water Hub', Energy, 2020, 195, pp. 116931 [DOI:10.1016/j.energy.2020.116931]
21. [21] Zhang, X., Che, L., Shahidehpour, M., Alabdulwahab, Abusorrah, AS., "Reliability-Based Optimal Planning of Electricity and Natural Gas Interconnections for Multiple Energy Hubs," IEEE Transactions on Smart Grid, Vol. 8, No. 4, pp. 1658-1667, 2017. [DOI:10.1109/TSG.2015.2498166]
22. [22] Dolatabadi, A., Mohammadi-ivatloo, B., Abapour, M., Tohidi, S., "Optimal Stochastic Design of Wind Integrated Energy Hub," IEEE Transactions on Industrial Informatics, Vol. 13, No. 5, pp. 2379-23, 2017. [DOI:10.1109/TII.2017.2664101]
23. [23] Dolatabadi, A., Jadidbonab, M., Mohammadi-ivatloo, B., "Short-Term Scheduling Strategy for Wind-Based Energy Hub: A Hybrid Stochastic/IGDT Approach," IEEE Transactions on Sustainable Energy, Vol. 10, No. 1, pp. 438-448, 2019. [DOI:10.1109/TSTE.2017.2788086]
24. [24] Majidi, M., Zare, K., "Integration of Smart Energy Hubs in Distribution Networks Under Uncertainties and Demand Response Concept," IEEE Transactions on Power Systems, Vol. 34, No. 1, pp. 566-574, 2019. [DOI:10.1109/TPWRS.2018.2867648]
25. [25] Najafi, A., Marzband, M., Mohamadi-Ivatloo, B., Contreras, J., Pourakbari-Kasmaei, M., Lehtonen, M., Godina, R., "Uncertainty-Based Models for Optimal Management of Energy Hubs Considering Demand Response," Energies, Vol. 12, No. 8, 2019. [DOI:10.3390/en12081413]
26. [26] Moradi-Dalvand, M., Mohammadi-Ivatloo, B., Amjady, N., Zareipour, H., Mazhab-Jafari, A., "Self-scheduling of a wind producer based on Information Gap Decision Theory," Energy, Vol. 81, No. Supplement C, pp. 588-600, 2015. [DOI:10.1016/j.energy.2015.01.002]
27. [27] Carrio, M. Arroyo, J., Conejo, A., "A Bilevel Stochastic Programming Approach for Retailer Futures Market Trading," Power Systems, IEEE Transactions on, Vol. 24, No. 3, pp. 1446-1456, 2009. [DOI:10.1109/TPWRS.2009.2019777]
28. [28] Najafi, A., Falaghi, H, Contreras, J., Ramezani, M., "A Stochastic Bilevel Model for the Energy Hub Manager Problem," IEEE Transactions on Smart Grid, Vol. PP, No. 99, pp. 1-1, 2016.
29. [29] .
30. [30] North Dakota Agriculture Weather Network. .



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Najafi A, Mohammadi Ivatloo B. Proposing a linear model of energy hub operation using information gap decision theory. ieijqp 2020; 8 (3) :59-67
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Volume 8, Issue 3 (1-2020) Back to browse issues page
نشریه علمی- پژوهشی کیفیت و بهره وری صنعت برق ایران Iranian Electric Industry Journal of Quality and Productivity
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